PROVOST BY IGNITE9 · AI COST OPTIMIZATION
AI cost optimization: pay for answers, not for moving data.
Provost by Ignite9 is the governed AI operating system. Its context firewall keeps large business data inside your boundary and gives the AI model a compact view, so the cost of each task stays small and predictable as you connect more systems.
WHY AI BILLS GROW
Most AI spend goes on shipping data, not on thinking.
AI models charge by the token. When an agent pastes thousands of records or the description of every connected tool into each request, the bill grows with your data and your tool count, and more of your data leaves the building.
Provost works on large data where it lives and sends the model only the compact view the step needs. A task starts with a small, fixed amount of context however many tools are connected.
OUR BENCHMARK · ONE TASK OVER 4,004 INVOICES
THREE COST LEVERS YOU CONTROL
Spend where it matters, save everywhere else.
A compact view of large data
The context firewall keeps ledgers and record sets inside your boundary and hands the model only what the step needs.
The right model for each role
Route each agent role to a model that fits it, and escalate only the complex steps to a stronger, costlier one.
Quotas and metering
Signed entitlements, quotas and metering per tenant keep usage inside the limits you set.
ESTIMATE YOUR RETURN
Put your own numbers in.
The estimate uses only what you enter, and shows the formula.
- Time returned to your teams
- Enter the first four values
- Value of that time
- —
- AI model spend avoided
- Optional
Hours returned a month = hours × agent share × (1 − review share)
Value a year = hours returned × cost per hour × 12
Model spend avoided a year = model spend × data share × reduction × 12
An estimate from the values you entered, not a guarantee, a quote or a measured result. It leaves out license, implementation and change costs, and your results depend on your work, systems and approvals. We will gladly build a real business case with you in a demo.
NEXT STEP
See Provost on one of your own processes.
In a briefing we walk through Provost on a process you choose, answer your security and risk team’s first questions, and agree whether a design-partner pilot makes sense.